Worapoj Kreesuradej

Maintenance of multi-level association rules discovery in dynamic database under a change of support threshold

2015

An association rule mining is often performed with a dynamic database and hierarchical items. The big problem of data mining process is a maintenance association rules while the database always changing. The purpose of this …

Incremental Association Rule Mining With a Fast Incremental Updating Frequent Pattern Growth Algorithm

2021 · IEEE Access

One of the most challenging tasks in association rule mining is that when a new incremental database is added to an original database, some existing frequent itemsets may become infrequent itemsets and vice versa. As …